Titlebook: Inductive Logic Programming; 16th International C Stephen Muggleton,Ramon Otero,Alireza Tamaddoni-Ne Conference proceedings 2007 Springer-V

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Conference proceedings 2007e 16th International Conference of Inductive Logic Programming (ILP 2006) was a radical (hopefully interesting but not cursed) departure from previous years. Submissions were requested in two phases. The ?rst phase involved submission of short papers (three pages) which were then presented at the co

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Extension of the Top-Down Data-Driven Strategy to ILPIn this paper, we present the data-driven strategy of ., in terms of a .-based change of representation of negative examples given a positive . example, and show how it can be extended to ILP. We evaluate a basic implementation of . in the system . on a number of benchmark ILP datasets.

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Extracting Requirements from Scenarios with ILPlating the specification and scenarios into an event-based logic programming formalism and using a non-monotonic ILP system to learn a set of missing event preconditions. The contribution of this paper is a novel application of ILP to requirements engineering that also demonstrate the need for non-monotonic learning.

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